Detecting and Mitigating Group Bias in Heterogeneous Treatment Effects

Joel Persson, Jurriën Bakker, Dennis Bohle +2

Heterogeneous treatment effects (HTEs) are increasingly estimated using machine learning models that produce highly personalized predictions of treatment effects. In practice, howe…